This is where the actual "Action" happens. If you search spring ai in action github , you need to know which repos are maintained by the Spring team and which are community gold.

aka.ms/spring-ai-starters (Microsoft and VMware collaboration repo) – Often ranks better than Google for practical demos.

: A curated list of community resources, including specialized demos like a Spring PetClinic AI chatbot and Similarity Search implementations. Core Capabilities: What Can You Build?

The ChatModel and ChatClient interfaces are the primary entry points for interacting with LLMs. They handle the serialization of Java objects into JSON payloads required by external APIs.

// 3. The "In Action" call return chatClient.prompt() .system(systemPrompt) .user(question) .call() .content();

Spring AI is a part of the Spring framework that enables developers to build intelligent applications using AI and machine learning technologies. It provides a simple and consistent API for accessing various AI services, such as natural language processing, computer vision, and predictive analytics.

Spring AI in Action: Leveraging the Power of AI with Spring Boot (PDF & GitHub Guide)

The project, codenamed "SmartBot," aimed to create a conversational AI that can assist customers with their queries. The team consisted of five developers with diverse backgrounds in Java, Python, and natural language processing (NLP). They were tasked with building a chatbot that can:

Look for projects that utilize advisor chains to connect AI responses with Java Service beans. Example Code Structure (Spring AI)

| Type | Source | URL / Access | |------|--------|---------------| | Official docs & guides | Spring AI Reference | docs.spring.io | | Free sample code | GitHub (official) | github.com/spring-projects/spring-ai/tree/main/spring-ai-samples | | Video course (free) | Spring Developer YouTube | Spring AI Playlist | | Book (if exists) | Manning Early Access | Search Manning.com for "Spring AI" | | O’Reilly (paid) | O’Reilly Online Learning | Includes Spring AI chapters in some Spring Boot books | | Community tutorials | Baeldung, Thorben Janssen | Baeldung Spring AI tutorial |

In this story, we saw how a team of developers used Spring AI to build a smart chatbot that can understand and respond to user queries. By leveraging Spring AI's conversational API and integrating with other technologies, the team created a highly engaging and effective chatbot. As AI continues to evolve, we can expect to see more innovative applications of Spring AI in various industries.

The author maintains two main repositories for the book's example code: